Algorithmic Transparency in the New Media 6

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Contributor(s): Digital Journalism. 5:7 (September 2017). pp.809-828 5 6 [] |
Language: Unknown language code Summary language: Unknown language code Original language: Unknown language code Series: ; 46Edition: Description: Content type: text Media type: unmediated Carrier type: volumeISBN: ISSN: 2Other title: 6 []Uniform titles: | | Related works: 1 40 Nicholas Diakopoulos and Michael Koliska 6 []Subject(s): -- 2 -- 0 -- -- | -- 2 -- 0 -- 6 -- | 2 0 -- | -- -- 20 -- | | -- -- ALGORITHMIC JOURNALISM;ROBOT JOURNALISM -- ALGORITHMIC TRANSPARENCY -- MEDIA ACCOUNTABILITY -- | -- -- -- 20 -- --Genre/Form: -- 2 -- Additional physical formats: DDC classification: | LOC classification: | | 2Other classification:
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ABSTRACT: The growing usase of difficult - to - parse algorithmic systems in the production of news, from algorithmic curation to automated writing and news bots, probematizes the normative turn toward transparency as a key tenet of journalism ethics. Pagmatic guidelines that facilitate algorithmic transparency are needed. This research presents a focus group study that engaged 50 participants across the news media and academia to discuss case studies of algorithms innew production and elucidate factors that are amenable to disclosure. Results indicate numerrous oppurtunities to disclose information about an algorithmic system across layers such as the data, model, enference , and interface. Findings underscore the deeply entwined rolesof human actors in such systems as well as challenges to adoption of algorithmic transparency including the dearth of incentives for organizations and the concern for overwhelming end-users with a surfeit of transparency information. 56

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